Mehl, Lukas

1. Spring: A High-Resolution High-Detail Dataset and Benchmark for Scene Flow, Optical Flow and Stereo
   2023/03/03 by Lukas Mehl, Jenny Schmalfuß, Mehl, Lukas +7 · 45 citations
   Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
2. High-Fidelity Novel View Synthesis via Splatting-Guided Diffusion
   2025/02/18 by Zhang, Xiang, Zhang, Yang, Mehl, Lukas +2 · 4 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. Attacking Motion Estimation with Adversarial Snow
   2022/10/20 by Schmalfuss, Jenny, Mehl, Lukas, Bruhn, Andrés · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Multi-Scale RAFT: Combining Hierarchical Concepts for Learning-based Optical FLow Estimation
   2022/07/25 by Azin Jahedi, Jahedi, Azin, Lukas Mehl +5 · 2 citations
   Computer Science · Engineering · Medicine · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical Coherence Tomography Applications #Retinal Imaging and Analysis
5. High Resolution Multi-Scale RAFT (Robust Vision Challenge 2022)
   2022/10/30 by Jahedi, Azin, Luz, Maximilian, Mehl, Lukas +2 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
6. Distracting Downpour: Adversarial Weather Attacks for Motion Estimation
   2023/05/11 by Jenny Schmalfuß, Schmalfuss, Jenny, Lukas Mehl +3 · 2 citations
   Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. M-FUSE: Multi-frame Fusion for Scene Flow Estimation
   2022/07/12 by Lukas Mehl, Mehl, Lukas, Azin Jahedi +5 · 1 citation
   Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
8. RobustSpring: Benchmarking Robustness to Image Corruptions for Optical Flow, Scene Flow and Stereo
   2025/05/14 by Schmalfuss, Jenny, Oei, Victor, Mehl, Lukas +4 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)